Overview
Brought to you by YData
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 5012 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 3 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 598.6 KiB |
| Average record size in memory | 122.3 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 14 |
| Dataset has 3 (0.1%) duplicate rows | Duplicates |
host_listings_minimum_nights is highly overall correlated with log_host_listings_count and 1 other fields | High correlation |
latitude is highly overall correlated with longitude and 1 other fields | High correlation |
log_host_listings_count is highly overall correlated with host_listings_minimum_nights | High correlation |
log_minimum_nights is highly overall correlated with host_listings_minimum_nights | High correlation |
log_number_of_reviews is highly overall correlated with log_reviews_per_month | High correlation |
log_price is highly overall correlated with price and 3 other fields | High correlation |
log_reviews_per_month is highly overall correlated with log_number_of_reviews | High correlation |
longitude is highly overall correlated with latitude and 1 other fields | High correlation |
neighbourhood is highly overall correlated with latitude and 1 other fields | High correlation |
price is highly overall correlated with log_price and 3 other fields | High correlation |
price^2 is highly overall correlated with log_price and 3 other fields | High correlation |
price^3 is highly overall correlated with log_price and 3 other fields | High correlation |
price^4 is highly overall correlated with log_price and 3 other fields | High correlation |
price^2 is highly skewed (γ1 = 25.38358231) | Skewed |
price^3 is highly skewed (γ1 = 34.81686362) | Skewed |
price^4 is highly skewed (γ1 = 39.25340936) | Skewed |
log_minimum_nights has 1521 (30.3%) zeros | Zeros |
log_host_listings_count has 2106 (42.0%) zeros | Zeros |
host_listings_minimum_nights has 3018 (60.2%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-01 00:40:57.400980 |
|---|---|
| Analysis finished | 2025-03-01 00:41:10.120476 |
| Duration | 12.72 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
neighbourhood
Categorical
High correlation 
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.3 KiB |
| West Town | |
|---|---|
| Near North Side | |
| infrequent | |
| Lake View | |
| Logan Square | |
| Other values (25) |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 10.851157 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | infrequent |
|---|---|
| 2nd row | North Center |
| 3rd row | Logan Square |
| 4th row | Rogers Park |
| 5th row | South Shore |
Common Values
| Value | Count | Frequency (%) |
| West Town | 566 | 11.3% |
| Near North Side | 532 | 10.6% |
| infrequent | 528 | 10.5% |
| Lake View | 418 | 8.3% |
| Logan Square | 299 | 6.0% |
| Loop | 287 | 5.7% |
| Lincoln Park | 259 | 5.2% |
| Near West Side | 258 | 5.1% |
| Lower West Side | 153 | 3.1% |
| Edgewater | 137 | 2.7% |
| Other values (20) | 1575 |
Length
| Value | Count | Frequency (%) |
| side | 1057 | 10.9% |
| west | 1032 | 10.6% |
| near | 904 | 9.3% |
| park | 793 | 8.2% |
| north | 644 | 6.6% |
| town | 566 | 5.8% |
| infrequent | 528 | 5.4% |
| lake | 418 | 4.3% |
| view | 418 | 4.3% |
| square | 417 | 4.3% |
| Other values (26) | 2932 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6686 | 12.3% |
| 4697 | 8.6% | |
| r | 4576 | 8.4% |
| o | 3679 | 6.8% |
| a | 3602 | 6.6% |
| n | 3286 | 6.0% |
| t | 3094 | 5.7% |
| i | 2717 | 5.0% |
| d | 1871 | 3.4% |
| S | 1736 | 3.2% |
| Other values (31) | 18442 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 54386 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6686 | 12.3% |
| 4697 | 8.6% | |
| r | 4576 | 8.4% |
| o | 3679 | 6.8% |
| a | 3602 | 6.6% |
| n | 3286 | 6.0% |
| t | 3094 | 5.7% |
| i | 2717 | 5.0% |
| d | 1871 | 3.4% |
| S | 1736 | 3.2% |
| Other values (31) | 18442 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 54386 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6686 | 12.3% |
| 4697 | 8.6% | |
| r | 4576 | 8.4% |
| o | 3679 | 6.8% |
| a | 3602 | 6.6% |
| n | 3286 | 6.0% |
| t | 3094 | 5.7% |
| i | 2717 | 5.0% |
| d | 1871 | 3.4% |
| S | 1736 | 3.2% |
| Other values (31) | 18442 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 54386 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6686 | 12.3% |
| 4697 | 8.6% | |
| r | 4576 | 8.4% |
| o | 3679 | 6.8% |
| a | 3602 | 6.6% |
| n | 3286 | 6.0% |
| t | 3094 | 5.7% |
| i | 2717 | 5.0% |
| d | 1871 | 3.4% |
| S | 1736 | 3.2% |
| Other values (31) | 18442 |
latitude
Real number (ℝ)
High correlation 
| Distinct | 4226 |
|---|---|
| Distinct (%) | 84.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.899279 |
| Minimum | 41.64736 |
|---|---|
| Maximum | 42.02251 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 41.64736 |
|---|---|
| 5-th percentile | 41.782967 |
| Q1 | 41.873238 |
| median | 41.901885 |
| Q3 | 41.939765 |
| 95-th percentile | 41.988189 |
| Maximum | 42.02251 |
| Range | 0.37515 |
| Interquartile range (IQR) | 0.0665275 |
Descriptive statistics
| Standard deviation | 0.058870345 |
|---|---|
| Coefficient of variation (CV) | 0.0014050443 |
| Kurtosis | 0.79813379 |
| Mean | 41.899279 |
| Median Absolute Deviation (MAD) | 0.0344 |
| Skewness | -0.72376333 |
| Sum | 209999.19 |
| Variance | 0.0034657175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41.88306 | 19 | 0.4% |
| 41.89111 | 15 | 0.3% |
| 41.88608 | 14 | 0.3% |
| 41.89063 | 13 | 0.3% |
| 41.88558 | 11 | 0.2% |
| 41.92819 | 11 | 0.2% |
| 41.89862 | 8 | 0.2% |
| 41.88652 | 7 | 0.1% |
| 42.01653 | 7 | 0.1% |
| 41.89235 | 7 | 0.1% |
| Other values (4216) | 4900 |
| Value | Count | Frequency (%) |
| 41.64736 | 1 | |
| 41.65208 | 1 | |
| 41.65388 | 1 | |
| 41.65578 | 1 | |
| 41.65977 | 1 | |
| 41.68289 | 1 | |
| 41.68612 | 1 | |
| 41.6883 | 1 | |
| 41.68906 | 1 | |
| 41.68909 | 1 |
| Value | Count | Frequency (%) |
| 42.02251 | 1 | |
| 42.02139 | 1 | |
| 42.02119 | 1 | |
| 42.02105 | 1 | |
| 42.02087 | 1 | |
| 42.02077 | 1 | |
| 42.02042 | 1 | |
| 42.01957 | 1 | |
| 42.01947 | 1 | |
| 42.01926 | 1 |
longitude
Real number (ℝ)
High correlation 
| Distinct | 4036 |
|---|---|
| Distinct (%) | 80.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -87.664064 |
| Minimum | -87.84681 |
|---|---|
| Maximum | -87.53752 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5012 |
| Negative (%) | 100.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | -87.84681 |
|---|---|
| 5-th percentile | -87.736168 |
| Q1 | -87.686782 |
| median | -87.660935 |
| Q3 | -87.633365 |
| 95-th percentile | -87.604236 |
| Maximum | -87.53752 |
| Range | 0.30929 |
| Interquartile range (IQR) | 0.0534175 |
Descriptive statistics
| Standard deviation | 0.042663199 |
|---|---|
| Coefficient of variation (CV) | -0.00048666692 |
| Kurtosis | 1.2919833 |
| Mean | -87.664064 |
| Median Absolute Deviation (MAD) | 0.02703 |
| Skewness | -0.67734759 |
| Sum | -439372.29 |
| Variance | 0.0018201486 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -87.65131 | 17 | 0.3% |
| -87.63422 | 15 | 0.3% |
| -87.62205 | 15 | 0.3% |
| -87.61903 | 14 | 0.3% |
| -87.6525 | 13 | 0.3% |
| -87.6257 | 12 | 0.2% |
| -87.62797 | 8 | 0.2% |
| -87.62472 | 7 | 0.1% |
| -87.62732 | 7 | 0.1% |
| -87.65159 | 7 | 0.1% |
| Other values (4026) | 4897 |
| Value | Count | Frequency (%) |
| -87.84681 | 1 | |
| -87.84527 | 1 | |
| -87.84474 | 1 | |
| -87.84363 | 1 | |
| -87.84196 | 1 | |
| -87.84193 | 1 | |
| -87.84012 | 1 | |
| -87.83983 | 1 | |
| -87.83528 | 1 | |
| -87.83526 | 2 |
| Value | Count | Frequency (%) |
| -87.53752 | 1 | |
| -87.5379 | 1 | |
| -87.54496 | 1 | |
| -87.54557 | 1 | |
| -87.54593 | 1 | |
| -87.54595 | 1 | |
| -87.54596 | 2 | |
| -87.54603 | 1 | |
| -87.54615 | 1 | |
| -87.54775 | 1 |
room_type
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 44.2 KiB |
| Entire home/apt | |
|---|---|
| Private room | |
| Shared room | 72 |
| Hotel room | 52 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 14.028132 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Private room |
|---|---|
| 2nd row | Entire home/apt |
| 3rd row | Entire home/apt |
| 4th row | Entire home/apt |
| 5th row | Private room |
Common Values
| Value | Count | Frequency (%) |
| Entire home/apt | 3447 | |
| Private room | 1441 | |
| Shared room | 72 | 1.4% |
| Hotel room | 52 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| entire | 3447 | |
| home/apt | 3447 | |
| room | 1565 | |
| private | 1441 | |
| shared | 72 | 0.7% |
| hotel | 52 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8459 | |
| t | 8387 | |
| o | 6629 | |
| r | 6525 | |
| 5012 | 7.1% | |
| m | 5012 | 7.1% |
| a | 4960 | 7.1% |
| i | 4888 | 7.0% |
| h | 3519 | 5.0% |
| n | 3447 | 4.9% |
| Other values (9) | 13471 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 70309 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8459 | |
| t | 8387 | |
| o | 6629 | |
| r | 6525 | |
| 5012 | 7.1% | |
| m | 5012 | 7.1% |
| a | 4960 | 7.1% |
| i | 4888 | 7.0% |
| h | 3519 | 5.0% |
| n | 3447 | 4.9% |
| Other values (9) | 13471 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 70309 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8459 | |
| t | 8387 | |
| o | 6629 | |
| r | 6525 | |
| 5012 | 7.1% | |
| m | 5012 | 7.1% |
| a | 4960 | 7.1% |
| i | 4888 | 7.0% |
| h | 3519 | 5.0% |
| n | 3447 | 4.9% |
| Other values (9) | 13471 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 70309 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8459 | |
| t | 8387 | |
| o | 6629 | |
| r | 6525 | |
| 5012 | 7.1% | |
| m | 5012 | 7.1% |
| a | 4960 | 7.1% |
| i | 4888 | 7.0% |
| h | 3519 | 5.0% |
| n | 3447 | 4.9% |
| Other values (9) | 13471 |
price
Real number (ℝ)
High correlation 
| Distinct | 448 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.92877 |
| Minimum | 14 |
|---|---|
| Maximum | 3429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 65 |
| median | 99 |
| Q3 | 155 |
| 95-th percentile | 393 |
| Maximum | 3429 |
| Range | 3415 |
| Interquartile range (IQR) | 90 |
Descriptive statistics
| Standard deviation | 165.88465 |
|---|---|
| Coefficient of variation (CV) | 1.1854935 |
| Kurtosis | 98.503701 |
| Mean | 139.92877 |
| Median Absolute Deviation (MAD) | 43 |
| Skewness | 7.4755277 |
| Sum | 701323 |
| Variance | 27517.716 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 110 | 2.2% |
| 80 | 101 | 2.0% |
| 75 | 99 | 2.0% |
| 150 | 97 | 1.9% |
| 100 | 88 | 1.8% |
| 65 | 87 | 1.7% |
| 70 | 84 | 1.7% |
| 60 | 77 | 1.5% |
| 90 | 76 | 1.5% |
| 55 | 73 | 1.5% |
| Other values (438) | 4120 |
| Value | Count | Frequency (%) |
| 14 | 2 | < 0.1% |
| 15 | 6 | |
| 16 | 2 | < 0.1% |
| 17 | 2 | < 0.1% |
| 18 | 4 | 0.1% |
| 19 | 4 | 0.1% |
| 20 | 8 | |
| 21 | 9 | |
| 22 | 11 | |
| 23 | 6 |
| Value | Count | Frequency (%) |
| 3429 | 1 | < 0.1% |
| 3070 | 1 | < 0.1% |
| 3000 | 1 | < 0.1% |
| 2788 | 1 | < 0.1% |
| 1999 | 1 | < 0.1% |
| 1921 | 1 | < 0.1% |
| 1828 | 1 | < 0.1% |
| 1500 | 3 | |
| 1499 | 1 | < 0.1% |
| 1400 | 1 | < 0.1% |
log_days_since_last_review
Real number (ℝ)
| Distinct | 675 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7741487 |
| Minimum | -1 |
|---|---|
| Maximum | 3.38616 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 877 |
| Negative (%) | 17.5% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 2.0417873 |
| median | 2.1646502 |
| Q3 | 2.5052857 |
| 95-th percentile | 2.9047696 |
| Maximum | 3.38616 |
| Range | 4.38616 |
| Interquartile range (IQR) | 0.46349836 |
Descriptive statistics
| Standard deviation | 1.3060209 |
|---|---|
| Coefficient of variation (CV) | 0.73613947 |
| Kurtosis | 0.6702304 |
| Mean | 1.7741487 |
| Median Absolute Deviation (MAD) | 0.30088134 |
| Skewness | -1.5376373 |
| Sum | 8892.0331 |
| Variance | 1.7056905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 877 | 17.5% |
| 2.06483222 | 157 | 3.1% |
| 2.041787319 | 134 | 2.7% |
| 2.465531557 | 120 | 2.4% |
| 2.068556895 | 108 | 2.2% |
| 2.505285674 | 81 | 1.6% |
| 2.037824751 | 79 | 1.6% |
| 2.090258053 | 76 | 1.5% |
| 2.013258665 | 75 | 1.5% |
| 2.093771781 | 68 | 1.4% |
| Other values (665) | 3237 |
| Value | Count | Frequency (%) |
| -1 | 877 | |
| 2.009025742 | 2 | < 0.1% |
| 2.013258665 | 75 | 1.5% |
| 2.01745073 | 36 | 0.7% |
| 2.021602716 | 36 | 0.7% |
| 2.025715384 | 42 | 0.8% |
| 2.029789471 | 39 | 0.8% |
| 2.033825694 | 42 | 0.8% |
| 2.037824751 | 79 | 1.6% |
| 2.041787319 | 134 | 2.7% |
| Value | Count | Frequency (%) |
| 3.386159959 | 1 | |
| 3.374216605 | 1 | |
| 3.363066419 | 1 | |
| 3.356618542 | 1 | |
| 3.337479228 | 1 | |
| 3.311351158 | 1 | |
| 3.309864283 | 1 | |
| 3.300182295 | 1 | |
| 3.299311135 | 1 | |
| 3.296028636 | 1 |
log_reviews_per_month
Real number (ℝ)
High correlation 
| Distinct | 628 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.11839046 |
| Minimum | -1 |
|---|---|
| Maximum | 1.5122841 |
| Zeros | 15 |
| Zeros (%) | 0.3% |
| Negative | 2555 |
| Negative (%) | 51.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.60205999 |
| median | -0.022276395 |
| Q3 | 0.36735592 |
| 95-th percentile | 0.67742064 |
| Maximum | 1.5122841 |
| Range | 2.5122841 |
| Interquartile range (IQR) | 0.96941591 |
Descriptive statistics
| Standard deviation | 0.5724843 |
|---|---|
| Coefficient of variation (CV) | -4.8355609 |
| Kurtosis | -1.1864983 |
| Mean | -0.11839046 |
| Median Absolute Deviation (MAD) | 0.45920967 |
| Skewness | -0.23456376 |
| Sum | -593.37301 |
| Variance | 0.32773827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 877 | 17.5% |
| 0.04139268516 | 59 | 1.2% |
| -0.5686362358 | 48 | 1.0% |
| -0.6197887583 | 43 | 0.9% |
| -0.7447274949 | 41 | 0.8% |
| -0.585026652 | 36 | 0.7% |
| -0.721246399 | 33 | 0.7% |
| -0.8860566477 | 32 | 0.6% |
| -0.6575773192 | 32 | 0.6% |
| -0.4948500217 | 31 | 0.6% |
| Other values (618) | 3780 |
| Value | Count | Frequency (%) |
| -1 | 877 | |
| -0.920818754 | 12 | 0.2% |
| -0.8860566477 | 32 | 0.6% |
| -0.8538719643 | 27 | 0.5% |
| -0.8239087409 | 18 | 0.4% |
| -0.7958800173 | 23 | 0.5% |
| -0.7695510786 | 22 | 0.4% |
| -0.7447274949 | 41 | 0.8% |
| -0.721246399 | 33 | 0.7% |
| -0.6989700043 | 23 | 0.5% |
| Value | Count | Frequency (%) |
| 1.512284063 | 1 | |
| 1.231214648 | 1 | |
| 1.071513805 | 1 | |
| 1.06595298 | 1 | |
| 1.051152522 | 1 | |
| 1.048053173 | 1 | |
| 1.044147621 | 1 | |
| 1.039810554 | 1 | |
| 1.025715384 | 1 | |
| 0.983175072 | 1 |
log_number_of_reviews
Real number (ℝ)
High correlation 
| Distinct | 308 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.90284451 |
| Minimum | -1 |
|---|---|
| Maximum | 2.8007858 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 877 |
| Negative (%) | 17.5% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0.32221929 |
| median | 1.1789769 |
| Q3 | 1.7411516 |
| 95-th percentile | 2.2407988 |
| Maximum | 2.8007858 |
| Range | 3.8007858 |
| Interquartile range (IQR) | 1.4189323 |
Descriptive statistics
| Standard deviation | 1.068376 |
|---|---|
| Coefficient of variation (CV) | 1.1833444 |
| Kurtosis | -0.75978922 |
| Mean | 0.90284451 |
| Median Absolute Deviation (MAD) | 0.68761525 |
| Skewness | -0.63728601 |
| Sum | 4525.0567 |
| Variance | 1.1414273 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 877 | 17.5% |
| 0.04139268516 | 326 | 6.5% |
| 0.3222192947 | 225 | 4.5% |
| 0.4913616938 | 185 | 3.7% |
| 0.7075701761 | 117 | 2.3% |
| 0.6127838567 | 117 | 2.3% |
| 0.8512583487 | 102 | 2.0% |
| 0.785329835 | 83 | 1.7% |
| 0.9590413923 | 78 | 1.6% |
| 0.9084850189 | 75 | 1.5% |
| Other values (298) | 2827 |
| Value | Count | Frequency (%) |
| -1 | 877 | |
| 0.04139268516 | 326 | 6.5% |
| 0.3222192947 | 225 | 4.5% |
| 0.4913616938 | 185 | 3.7% |
| 0.6127838567 | 117 | 2.3% |
| 0.7075701761 | 117 | 2.3% |
| 0.785329835 | 83 | 1.7% |
| 0.8512583487 | 102 | 2.0% |
| 0.9084850189 | 75 | 1.5% |
| 0.9590413923 | 78 | 1.6% |
| Value | Count | Frequency (%) |
| 2.80078579 | 1 | |
| 2.795949499 | 1 | |
| 2.733277534 | 1 | |
| 2.708505881 | 1 | |
| 2.704236337 | 1 | |
| 2.699056855 | 1 | |
| 2.69818757 | 2 | |
| 2.688508808 | 1 | |
| 2.663795122 | 1 | |
| 2.645520515 | 1 |
log_price
Real number (ℝ)
High correlation 
| Distinct | 448 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0112387 |
| Minimum | 1.146128 |
|---|---|
| Maximum | 3.5351675 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1.146128 |
|---|---|
| 5-th percentile | 1.4913617 |
| Q1 | 1.8129134 |
| median | 1.9956352 |
| Q3 | 2.1903317 |
| 95-th percentile | 2.5943926 |
| Maximum | 3.5351675 |
| Range | 2.3890394 |
| Interquartile range (IQR) | 0.37741834 |
Descriptive statistics
| Standard deviation | 0.31855437 |
|---|---|
| Coefficient of variation (CV) | 0.15838715 |
| Kurtosis | 0.75905852 |
| Mean | 2.0112387 |
| Median Absolute Deviation (MAD) | 0.18945522 |
| Skewness | 0.45091562 |
| Sum | 10080.328 |
| Variance | 0.10147688 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.698970004 | 110 | 2.2% |
| 1.903089987 | 101 | 2.0% |
| 1.875061263 | 99 | 2.0% |
| 2.176091259 | 97 | 1.9% |
| 2 | 88 | 1.8% |
| 1.812913357 | 87 | 1.7% |
| 1.84509804 | 84 | 1.7% |
| 1.77815125 | 77 | 1.5% |
| 1.954242509 | 76 | 1.5% |
| 1.740362689 | 73 | 1.5% |
| Other values (438) | 4120 |
| Value | Count | Frequency (%) |
| 1.146128036 | 2 | < 0.1% |
| 1.176091259 | 6 | |
| 1.204119983 | 2 | < 0.1% |
| 1.230448921 | 2 | < 0.1% |
| 1.255272505 | 4 | 0.1% |
| 1.278753601 | 4 | 0.1% |
| 1.301029996 | 8 | |
| 1.322219295 | 9 | |
| 1.342422681 | 11 | |
| 1.361727836 | 6 |
| Value | Count | Frequency (%) |
| 3.535167485 | 1 | < 0.1% |
| 3.487138375 | 1 | < 0.1% |
| 3.477121255 | 1 | < 0.1% |
| 3.445292769 | 1 | < 0.1% |
| 3.300812794 | 1 | < 0.1% |
| 3.283527365 | 1 | < 0.1% |
| 3.261976191 | 1 | < 0.1% |
| 3.176091259 | 3 | |
| 3.175801633 | 1 | < 0.1% |
| 3.146128036 | 1 | < 0.1% |
log_minimum_nights
Real number (ℝ)
High correlation  Zeros 
| Distinct | 48 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.45549834 |
| Minimum | 0 |
|---|---|
| Maximum | 2.2552725 |
| Zeros | 1521 |
| Zeros (%) | 30.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.30103 |
| Q3 | 0.47712125 |
| 95-th percentile | 1.4913617 |
| Maximum | 2.2552725 |
| Range | 2.2552725 |
| Interquartile range (IQR) | 0.47712125 |
Descriptive statistics
| Standard deviation | 0.50270629 |
|---|---|
| Coefficient of variation (CV) | 1.1036402 |
| Kurtosis | 0.65635319 |
| Mean | 0.45549834 |
| Median Absolute Deviation (MAD) | 0.30103 |
| Skewness | 1.2988705 |
| Sum | 2282.9577 |
| Variance | 0.25271361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3010299957 | 1628 | |
| 0 | 1521 | |
| 0.4771212547 | 685 | |
| 1.477121255 | 289 | 5.8% |
| 0.6020599913 | 135 | 2.7% |
| 1.491361694 | 109 | 2.2% |
| 0.84509804 | 104 | 2.1% |
| 1.505149978 | 87 | 1.7% |
| 0.6989700043 | 85 | 1.7% |
| 1.146128036 | 56 | 1.1% |
| Other values (38) | 313 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 1521 | |
| 0.3010299957 | 1628 | |
| 0.4771212547 | 685 | |
| 0.6020599913 | 135 | 2.7% |
| 0.6989700043 | 85 | 1.7% |
| 0.7781512504 | 25 | 0.5% |
| 0.84509804 | 104 | 2.1% |
| 0.903089987 | 1 | < 0.1% |
| 0.9542425094 | 1 | < 0.1% |
| 1 | 33 | 0.7% |
| Value | Count | Frequency (%) |
| 2.255272505 | 7 | |
| 2.252853031 | 1 | < 0.1% |
| 2.176091259 | 1 | < 0.1% |
| 2.146128036 | 1 | < 0.1% |
| 2.079181246 | 4 | 0.1% |
| 2 | 1 | < 0.1% |
| 1.959041392 | 2 | < 0.1% |
| 1.954242509 | 14 | |
| 1.944482672 | 1 | < 0.1% |
| 1.908485019 | 1 | < 0.1% |
log_host_listings_count
Real number (ℝ)
High correlation  Zeros 
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51731125 |
| Minimum | 0 |
|---|---|
| Maximum | 2.3117539 |
| Zeros | 2106 |
| Zeros (%) | 42.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.30103 |
| Q3 | 0.84509804 |
| 95-th percentile | 1.7923917 |
| Maximum | 2.3117539 |
| Range | 2.3117539 |
| Interquartile range (IQR) | 0.84509804 |
Descriptive statistics
| Standard deviation | 0.61568158 |
|---|---|
| Coefficient of variation (CV) | 1.190157 |
| Kurtosis | 0.62131458 |
| Mean | 0.51731125 |
| Median Absolute Deviation (MAD) | 0.30103 |
| Skewness | 1.1861676 |
| Sum | 2592.764 |
| Variance | 0.37906381 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| 0.3010299957 | 674 | 13.4% |
| 0.4771212547 | 349 | 7.0% |
| 0.6020599913 | 296 | 5.9% |
| 2.311753861 | 156 | 3.1% |
| 0.6989700043 | 149 | 3.0% |
| 0.7781512504 | 102 | 2.0% |
| 0.84509804 | 101 | 2.0% |
| 0.9542425094 | 94 | 1.9% |
| 0.903089987 | 77 | 1.5% |
| Other values (23) | 908 |
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| 0.3010299957 | 674 | 13.4% |
| 0.4771212547 | 349 | 7.0% |
| 0.6020599913 | 296 | 5.9% |
| 0.6989700043 | 149 | 3.0% |
| 0.7781512504 | 102 | 2.0% |
| 0.84509804 | 101 | 2.0% |
| 0.903089987 | 77 | 1.5% |
| 0.9542425094 | 94 | 1.9% |
| 1 | 58 | 1.2% |
| Value | Count | Frequency (%) |
| 2.311753861 | 156 | |
| 1.86332286 | 57 | 1.1% |
| 1.792391689 | 52 | 1.0% |
| 1.672097858 | 75 | |
| 1.653212514 | 36 | 0.7% |
| 1.643452676 | 36 | 0.7% |
| 1.568201724 | 31 | 0.6% |
| 1.491361694 | 52 | 1.0% |
| 1.477121255 | 24 | 0.5% |
| 1.447158031 | 27 | 0.5% |
log_nights_booked
Real number (ℝ)
| Distinct | 361 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8789671 |
| Minimum | -1 |
|---|---|
| Maximum | 2.5624118 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 286 |
| Negative (%) | 5.7% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 1.5575072 |
| median | 2.314078 |
| Q3 | 2.5199592 |
| 95-th percentile | 2.5624118 |
| Maximum | 2.5624118 |
| Range | 3.5624118 |
| Interquartile range (IQR) | 0.96245198 |
Descriptive statistics
| Standard deviation | 0.94971217 |
|---|---|
| Coefficient of variation (CV) | 0.50544375 |
| Kurtosis | 2.4930296 |
| Mean | 1.8789671 |
| Median Absolute Deviation (MAD) | 0.24833384 |
| Skewness | -1.7945892 |
| Sum | 9417.383 |
| Variance | 0.90195321 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.562411833 | 942 | 18.8% |
| -1 | 286 | 5.7% |
| 0.04139268516 | 127 | 2.5% |
| 2.43949059 | 87 | 1.7% |
| 2.441066407 | 75 | 1.5% |
| 2.009025742 | 70 | 1.4% |
| 2.269746373 | 62 | 1.2% |
| 1.004321374 | 57 | 1.1% |
| 2.267406419 | 57 | 1.1% |
| 0.3222192947 | 51 | 1.0% |
| Other values (351) | 3198 |
| Value | Count | Frequency (%) |
| -1 | 286 | |
| 0.04139268516 | 127 | |
| 0.3222192947 | 51 | 1.0% |
| 0.4913616938 | 50 | 1.0% |
| 0.6127838567 | 28 | 0.6% |
| 0.7075701761 | 49 | 1.0% |
| 0.785329835 | 36 | 0.7% |
| 0.8512583487 | 29 | 0.6% |
| 0.9084850189 | 21 | 0.4% |
| 0.9590413923 | 22 | 0.4% |
| Value | Count | Frequency (%) |
| 2.562411833 | 942 | |
| 2.561220679 | 43 | 0.9% |
| 2.560026249 | 10 | 0.2% |
| 2.558828525 | 22 | 0.4% |
| 2.557627488 | 15 | 0.3% |
| 2.556423121 | 8 | 0.2% |
| 2.555215405 | 10 | 0.2% |
| 2.554004321 | 12 | 0.2% |
| 2.55278985 | 4 | 0.1% |
| 2.551571974 | 7 | 0.1% |
host_listings_minimum_nights
Real number (ℝ)
High correlation  Zeros 
| Distinct | 173 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.34913936 |
| Minimum | 0 |
|---|---|
| Maximum | 3.6413847 |
| Zeros | 3018 |
| Zeros (%) | 60.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.23424687 |
| 95-th percentile | 2.4545485 |
| Maximum | 3.6413847 |
| Range | 3.6413847 |
| Interquartile range (IQR) | 0.23424687 |
Descriptive statistics
| Standard deviation | 0.7858197 |
|---|---|
| Coefficient of variation (CV) | 2.2507336 |
| Kurtosis | 7.0928592 |
| Mean | 0.34913936 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.8090607 |
| Sum | 1749.8865 |
| Variance | 0.6175126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3018 | |
| 0.09061905829 | 242 | 4.8% |
| 0.1436278092 | 223 | 4.4% |
| 3.414740764 | 156 | 3.1% |
| 0.1812381166 | 134 | 2.7% |
| 0.2276446917 | 75 | 1.5% |
| 0.2104109374 | 60 | 1.2% |
| 0.2543998593 | 48 | 1.0% |
| 0.2872556185 | 43 | 0.9% |
| 0.5033516109 | 39 | 0.8% |
| Other values (163) | 974 | 19.4% |
| Value | Count | Frequency (%) |
| 0 | 3018 | |
| 0.09061905829 | 242 | 4.8% |
| 0.1436278092 | 223 | 4.4% |
| 0.1812381166 | 134 | 2.7% |
| 0.2104109374 | 60 | 1.2% |
| 0.2276446917 | 75 | 1.5% |
| 0.2342468675 | 36 | 0.7% |
| 0.2543998593 | 48 | 1.0% |
| 0.2718571749 | 14 | 0.3% |
| 0.2872556185 | 43 | 0.9% |
| Value | Count | Frequency (%) |
| 3.641384742 | 1 | < 0.1% |
| 3.414740764 | 156 | |
| 3.313269874 | 20 | 0.4% |
| 2.976064695 | 1 | < 0.1% |
| 2.804580363 | 5 | 0.1% |
| 2.778888337 | 24 | 0.5% |
| 2.752353801 | 4 | 0.1% |
| 2.72491962 | 1 | < 0.1% |
| 2.696522642 | 1 | < 0.1% |
| 2.495605799 | 36 | 0.7% |
price^2
Real number (ℝ)
High correlation  Skewed 
| Distinct | 448 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47092.287 |
| Minimum | 196 |
|---|---|
| Maximum | 11758041 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 196 |
|---|---|
| 5-th percentile | 961 |
| Q1 | 4225 |
| median | 9801 |
| Q3 | 24025 |
| 95-th percentile | 154449 |
| Maximum | 11758041 |
| Range | 11757845 |
| Interquartile range (IQR) | 19800 |
Descriptive statistics
| Standard deviation | 311866.53 |
|---|---|
| Coefficient of variation (CV) | 6.6224545 |
| Kurtosis | 783.44525 |
| Mean | 47092.287 |
| Median Absolute Deviation (MAD) | 7301 |
| Skewness | 25.383582 |
| Sum | 2.3602654 × 108 |
| Variance | 9.7260731 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2500 | 110 | 2.2% |
| 6400 | 101 | 2.0% |
| 5625 | 99 | 2.0% |
| 22500 | 97 | 1.9% |
| 10000 | 88 | 1.8% |
| 4225 | 87 | 1.7% |
| 4900 | 84 | 1.7% |
| 3600 | 77 | 1.5% |
| 8100 | 76 | 1.5% |
| 3025 | 73 | 1.5% |
| Other values (438) | 4120 |
| Value | Count | Frequency (%) |
| 196 | 2 | < 0.1% |
| 225 | 6 | |
| 256 | 2 | < 0.1% |
| 289 | 2 | < 0.1% |
| 324 | 4 | 0.1% |
| 361 | 4 | 0.1% |
| 400 | 8 | |
| 441 | 9 | |
| 484 | 11 | |
| 529 | 6 |
| Value | Count | Frequency (%) |
| 11758041 | 1 | < 0.1% |
| 9424900 | 1 | < 0.1% |
| 9000000 | 1 | < 0.1% |
| 7772944 | 1 | < 0.1% |
| 3996001 | 1 | < 0.1% |
| 3690241 | 1 | < 0.1% |
| 3341584 | 1 | < 0.1% |
| 2250000 | 3 | |
| 2247001 | 1 | < 0.1% |
| 1960000 | 1 | < 0.1% |
price^3
Real number (ℝ)
High correlation  Skewed 
| Distinct | 448 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48392686 |
| Minimum | 2744 |
|---|---|
| Maximum | 4.0318323 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 2744 |
|---|---|
| 5-th percentile | 29791 |
| Q1 | 274625 |
| median | 970299 |
| Q3 | 3723875 |
| 95-th percentile | 60698457 |
| Maximum | 4.0318323 × 1010 |
| Range | 4.031832 × 1010 |
| Interquartile range (IQR) | 3449250 |
Descriptive statistics
| Standard deviation | 8.8382109 × 108 |
|---|---|
| Coefficient of variation (CV) | 18.263526 |
| Kurtosis | 1333.1992 |
| Mean | 48392686 |
| Median Absolute Deviation (MAD) | 879174 |
| Skewness | 34.816864 |
| Sum | 2.4254414 × 1011 |
| Variance | 7.8113971 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 125000 | 110 | 2.2% |
| 512000 | 101 | 2.0% |
| 421875 | 99 | 2.0% |
| 3375000 | 97 | 1.9% |
| 1000000 | 88 | 1.8% |
| 274625 | 87 | 1.7% |
| 343000 | 84 | 1.7% |
| 216000 | 77 | 1.5% |
| 729000 | 76 | 1.5% |
| 166375 | 73 | 1.5% |
| Other values (438) | 4120 |
| Value | Count | Frequency (%) |
| 2744 | 2 | < 0.1% |
| 3375 | 6 | |
| 4096 | 2 | < 0.1% |
| 4913 | 2 | < 0.1% |
| 5832 | 4 | 0.1% |
| 6859 | 4 | 0.1% |
| 8000 | 8 | |
| 9261 | 9 | |
| 10648 | 11 | |
| 12167 | 6 |
| Value | Count | Frequency (%) |
| 4.031832259 × 1010 | 1 | < 0.1% |
| 2.8934443 × 1010 | 1 | < 0.1% |
| 2.7 × 1010 | 1 | < 0.1% |
| 2.167096787 × 1010 | 1 | < 0.1% |
| 7988005999 | 1 | < 0.1% |
| 7088952961 | 1 | < 0.1% |
| 6108415552 | 1 | < 0.1% |
| 3375000000 | 3 | |
| 3368254499 | 1 | < 0.1% |
| 2744000000 | 1 | < 0.1% |
price^4
Real number (ℝ)
High correlation  Skewed 
| Distinct | 448 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9459009 × 1010 |
| Minimum | 38416 |
|---|---|
| Maximum | 1.3825153 × 1014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 38416 |
|---|---|
| 5-th percentile | 923521 |
| Q1 | 17850625 |
| median | 96059601 |
| Q3 | 5.7720062 × 108 |
| 95-th percentile | 2.3854494 × 1010 |
| Maximum | 1.3825153 × 1014 |
| Range | 1.3825153 × 1014 |
| Interquartile range (IQR) | 5.5935 × 108 |
Descriptive statistics
| Standard deviation | 2.7508166 × 1012 |
|---|---|
| Coefficient of variation (CV) | 27.657792 |
| Kurtosis | 1680.4379 |
| Mean | 9.9459009 × 1010 |
| Median Absolute Deviation (MAD) | 93499601 |
| Skewness | 39.253409 |
| Sum | 4.9848855 × 1014 |
| Variance | 7.5669921 × 1024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6250000 | 110 | 2.2% |
| 40960000 | 101 | 2.0% |
| 31640625 | 99 | 2.0% |
| 506250000 | 97 | 1.9% |
| 100000000 | 88 | 1.8% |
| 17850625 | 87 | 1.7% |
| 24010000 | 84 | 1.7% |
| 12960000 | 77 | 1.5% |
| 65610000 | 76 | 1.5% |
| 9150625 | 73 | 1.5% |
| Other values (438) | 4120 |
| Value | Count | Frequency (%) |
| 38416 | 2 | < 0.1% |
| 50625 | 6 | |
| 65536 | 2 | < 0.1% |
| 83521 | 2 | < 0.1% |
| 104976 | 4 | 0.1% |
| 130321 | 4 | 0.1% |
| 160000 | 8 | |
| 194481 | 9 | |
| 234256 | 11 | |
| 279841 | 6 |
| Value | Count | Frequency (%) |
| 1.382515282 × 1014 | 1 | < 0.1% |
| 8.882874001 × 1013 | 1 | < 0.1% |
| 8.1 × 1013 | 1 | < 0.1% |
| 6.041865843 × 1013 | 1 | < 0.1% |
| 1.596802399 × 1013 | 1 | < 0.1% |
| 1.361787864 × 1013 | 1 | < 0.1% |
| 1.116618363 × 1013 | 1 | < 0.1% |
| 5.0625 × 1012 | 3 | |
| 5.049013494 × 1012 | 1 | < 0.1% |
| 3.8416 × 1012 | 1 | < 0.1% |
Interactions
Correlations
| host_listings_minimum_nights | latitude | log_days_since_last_review | log_host_listings_count | log_minimum_nights | log_nights_booked | log_number_of_reviews | log_price | log_reviews_per_month | longitude | neighbourhood | price | price^2 | price^3 | price^4 | room_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| host_listings_minimum_nights | 1.000 | -0.181 | -0.134 | 0.709 | 0.617 | -0.269 | -0.271 | 0.118 | -0.270 | 0.237 | 0.199 | 0.118 | 0.118 | 0.118 | 0.118 | 0.118 |
| latitude | -0.181 | 1.000 | 0.064 | -0.186 | -0.093 | 0.071 | 0.129 | 0.080 | 0.089 | -0.521 | 0.671 | 0.080 | 0.080 | 0.080 | 0.080 | 0.148 |
| log_days_since_last_review | -0.134 | 0.064 | 1.000 | -0.193 | -0.084 | 0.183 | 0.252 | -0.028 | 0.078 | -0.075 | 0.157 | -0.028 | -0.028 | -0.028 | -0.028 | 0.126 |
| log_host_listings_count | 0.709 | -0.186 | -0.193 | 1.000 | 0.156 | -0.278 | -0.214 | 0.038 | -0.152 | 0.296 | 0.233 | 0.038 | 0.038 | 0.038 | 0.038 | 0.219 |
| log_minimum_nights | 0.617 | -0.093 | -0.084 | 0.156 | 1.000 | -0.179 | -0.274 | 0.135 | -0.325 | 0.138 | 0.164 | 0.135 | 0.135 | 0.135 | 0.135 | 0.166 |
| log_nights_booked | -0.269 | 0.071 | 0.183 | -0.278 | -0.179 | 1.000 | 0.028 | -0.115 | 0.042 | -0.079 | 0.095 | -0.115 | -0.115 | -0.115 | -0.115 | 0.095 |
| log_number_of_reviews | -0.271 | 0.129 | 0.252 | -0.214 | -0.274 | 0.028 | 1.000 | -0.109 | 0.882 | -0.188 | 0.128 | -0.109 | -0.109 | -0.109 | -0.109 | 0.036 |
| log_price | 0.118 | 0.080 | -0.028 | 0.038 | 0.135 | -0.115 | -0.109 | 1.000 | -0.128 | 0.191 | 0.167 | 1.000 | 1.000 | 1.000 | 1.000 | 0.381 |
| log_reviews_per_month | -0.270 | 0.089 | 0.078 | -0.152 | -0.325 | 0.042 | 0.882 | -0.128 | 1.000 | -0.169 | 0.115 | -0.128 | -0.128 | -0.128 | -0.128 | 0.103 |
| longitude | 0.237 | -0.521 | -0.075 | 0.296 | 0.138 | -0.079 | -0.188 | 0.191 | -0.169 | 1.000 | 0.574 | 0.191 | 0.191 | 0.191 | 0.191 | 0.104 |
| neighbourhood | 0.199 | 0.671 | 0.157 | 0.233 | 0.164 | 0.095 | 0.128 | 0.167 | 0.115 | 0.574 | 1.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.217 |
| price | 0.118 | 0.080 | -0.028 | 0.038 | 0.135 | -0.115 | -0.109 | 1.000 | -0.128 | 0.191 | 0.029 | 1.000 | 1.000 | 1.000 | 1.000 | 0.069 |
| price^2 | 0.118 | 0.080 | -0.028 | 0.038 | 0.135 | -0.115 | -0.109 | 1.000 | -0.128 | 0.191 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 |
| price^3 | 0.118 | 0.080 | -0.028 | 0.038 | 0.135 | -0.115 | -0.109 | 1.000 | -0.128 | 0.191 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 |
| price^4 | 0.118 | 0.080 | -0.028 | 0.038 | 0.135 | -0.115 | -0.109 | 1.000 | -0.128 | 0.191 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 |
| room_type | 0.118 | 0.148 | 0.126 | 0.219 | 0.166 | 0.095 | 0.036 | 0.381 | 0.103 | 0.104 | 0.217 | 0.069 | 0.000 | 0.000 | 0.000 | 1.000 |
Missing values
Sample
| neighbourhood | latitude | longitude | room_type | price | log_days_since_last_review | log_reviews_per_month | log_number_of_reviews | log_price | log_minimum_nights | log_host_listings_count | log_nights_booked | host_listings_minimum_nights | price^2 | price^3 | price^4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1930 | infrequent | 41.79359 | -87.70345 | Private room | 46 | 2.049606 | 0.662758 | 2.209783 | 1.662758 | 0.000000 | 0.477121 | 0.041393 | 0.000000 | 2116 | 97336 | 4477456 |
| 5588 | North Center | 41.95803 | -87.69214 | Entire home/apt | 120 | -1.000000 | -1.000000 | -1.000000 | 2.079181 | 0.301030 | 0.000000 | 2.453471 | 0.000000 | 14400 | 1728000 | 207360000 |
| 599 | Logan Square | 41.92654 | -87.72505 | Entire home/apt | 146 | 2.598900 | 0.230449 | 2.000434 | 2.164353 | 0.301030 | 0.000000 | 2.267406 | 0.000000 | 21316 | 3112136 | 454371856 |
| 778 | Rogers Park | 42.00451 | -87.66203 | Entire home/apt | 135 | 2.179264 | 0.103804 | 1.826723 | 2.130334 | 0.845098 | 0.000000 | 2.465532 | 0.000000 | 18225 | 2460375 | 332150625 |
| 1509 | South Shore | 41.76867 | -87.56926 | Private room | 22 | 2.068557 | 0.064458 | 1.613842 | 1.342423 | 0.000000 | 0.301030 | 1.663701 | 0.000000 | 484 | 10648 | 234256 |
| 3660 | Bridgeport | 41.84030 | -87.65903 | Entire home/apt | 118 | 2.064832 | 0.113943 | 1.303196 | 2.071882 | 0.301030 | 0.301030 | 2.532882 | 0.090619 | 13924 | 1643032 | 193877776 |
| 766 | North Center | 41.94629 | -87.68011 | Entire home/apt | 179 | 3.221179 | -0.853872 | 0.322219 | 2.252853 | 0.477121 | 0.477121 | 2.561221 | 0.227645 | 32041 | 5735339 | 1026625681 |
| 4018 | Near North Side | 41.89502 | -87.62791 | Entire home/apt | 130 | -1.000000 | -1.000000 | -1.000000 | 2.113943 | 1.477121 | 2.311754 | 1.324282 | 3.414741 | 16900 | 2197000 | 285610000 |
| 2416 | Bridgeport | 41.83363 | -87.65166 | Private room | 44 | 2.179264 | -0.050610 | 1.363612 | 1.643453 | 0.477121 | 0.000000 | 2.441066 | 0.000000 | 1936 | 85184 | 3748096 |
| 4429 | Logan Square | 41.92595 | -87.69130 | Entire home/apt | 110 | 2.634578 | -0.187087 | 0.851258 | 2.041393 | 0.477121 | 0.000000 | 2.562412 | 0.000000 | 12100 | 1331000 | 146410000 |
| neighbourhood | latitude | longitude | room_type | price | log_days_since_last_review | log_reviews_per_month | log_number_of_reviews | log_price | log_minimum_nights | log_host_listings_count | log_nights_booked | host_listings_minimum_nights | price^2 | price^3 | price^4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2709 | infrequent | 41.92027 | -87.77840 | Private room | 115 | 2.712734 | -0.481486 | 0.785330 | 2.060698 | 0.301030 | 0.602060 | -1.000000 | 0.181238 | 13225 | 1520875 | 174900625 |
| 3418 | Near North Side | 41.89163 | -87.63800 | Entire home/apt | 109 | -1.000000 | -1.000000 | -1.000000 | 2.037426 | 2.079181 | 0.698970 | -1.000000 | 1.453285 | 11881 | 1295029 | 141158161 |
| 1082 | Logan Square | 41.92309 | -87.68304 | Entire home/apt | 70 | 2.041787 | 0.356026 | 2.045714 | 1.845098 | 0.301030 | 0.000000 | 2.453471 | 0.000000 | 4900 | 343000 | 24010000 |
| 4185 | Near West Side | 41.88340 | -87.64307 | Entire home/apt | 400 | 2.621280 | -0.481486 | 0.491362 | 2.602060 | 0.301030 | 0.778151 | 2.562412 | 0.234247 | 160000 | 64000000 | 25600000000 |
| 1356 | Avondale | 41.93312 | -87.70809 | Private room | 139 | 2.503927 | -0.013228 | 1.545307 | 2.143015 | 0.000000 | 0.000000 | 2.408410 | 0.000000 | 19321 | 2685619 | 373301041 |
| 187 | West Town | 41.90669 | -87.68283 | Entire home/apt | 114 | 2.674953 | 0.315970 | 2.198932 | 2.056905 | 0.301030 | 0.000000 | 2.562412 | 0.000000 | 12996 | 1481544 | 168896016 |
| 3228 | East Garfield Park | 41.87980 | -87.70136 | Entire home/apt | 79 | 2.100715 | 0.631444 | 1.949878 | 1.897627 | 0.602060 | 0.477121 | 2.539202 | 0.287256 | 6241 | 493039 | 38950081 |
| 2192 | North Center | 41.94383 | -87.68014 | Entire home/apt | 128 | 2.072250 | 0.463893 | 1.909021 | 2.107210 | 0.602060 | 0.000000 | 1.324282 | 0.000000 | 16384 | 2097152 | 268435456 |
| 638 | Lake View | 41.95045 | -87.65558 | Entire home/apt | 125 | 2.778224 | -0.795880 | 0.491362 | 2.096910 | 0.000000 | 0.000000 | 2.562412 | 0.000000 | 15625 | 1953125 | 244140625 |
| 5690 | Logan Square | 41.92068 | -87.71599 | Entire home/apt | 106 | 2.017451 | 0.322219 | 0.322219 | 2.025306 | 0.602060 | 0.903090 | 2.447313 | 0.543714 | 11236 | 1191016 | 126247696 |
Duplicate rows
Most frequently occurring
| neighbourhood | latitude | longitude | room_type | price | log_days_since_last_review | log_reviews_per_month | log_number_of_reviews | log_price | log_minimum_nights | log_host_listings_count | log_nights_booked | host_listings_minimum_nights | price^2 | price^3 | price^4 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Loop | 41.87723 | -87.62901 | Entire home/apt | 150 | -1.0 | -1.0 | -1.0 | 2.176091 | 1.477121 | 2.311754 | 1.845718 | 3.414741 | 22500 | 3375000 | 506250000 | 2 |
| 1 | Near North Side | 41.89502 | -87.62791 | Entire home/apt | 152 | -1.0 | -1.0 | -1.0 | 2.181844 | 1.477121 | 2.311754 | 1.851870 | 3.414741 | 23104 | 3511808 | 533794816 | 2 |
| 2 | Near West Side | 41.88306 | -87.65131 | Entire home/apt | 98 | -1.0 | -1.0 | -1.0 | 1.991226 | 1.477121 | 2.311754 | 0.041393 | 3.414741 | 9604 | 941192 | 92236816 | 2 |